MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35151
wisambunni
fiMCP Claim
Provides stock market data and technical indicators (RSI, Bollinger Bands, SMA,…
35152
sangeethdba
oracledb-mcp Claim
MCP server for Oracle SQL performance diagnostics and AWR analysis, compatible …
N/A N/A
35153
amit608
MCPyDoc Claim
Provides real-time access to Python package documentation, source code, and sym…
N/A N/A
35154
Kush614
niahub-mcp Claim
Provides pre-indexed knowledge packs for popular technologies (Stripe, React, e…
35155
InitialXW
Enables DevOps Agent to troubleshoot VPC networking problems by running live pr…
35156
pokerai-bet
@pokerai/mcp Claim
MCP server for the Pokerai API providing solver-grade GTO strategy for 6-max No…
35157
petrocasek
Read-only MCP server for exposing SatisMeter survey data to Claude custom conne…
35158
@Kapeli
dash-mcp-server Claim
N/A N/A 95
35159
Gainium
gainium-mcp Claim
MCP server for Gainium — manage trading bots, deals, and balances via AI assist…
35160
1999AZZAR
the-designer Claim
Enables generating UI design rules, fetching color palettes, and retrieving bra…
35161
ipogrid
Hosted MCP server for filing-driven IPO research, market snapshots, SEC filing …
81
35162
sibaniacharya
Enables AI agents to send emails and append content to Google Docs using Gmail …
N/A N/A
35163
northernvariables
Provides access to Canadian federal parliamentary data (debates, bills, MPs, vo…
81
35164
0Mattias
bettermemory Claim
Memory for coding agents, checked against the filesystem and git before it is b…
N/A N/A
35165
Val4evr
Run a live Excalidraw canvas and control it from AI agents.
35166
Keysight
Exposes Keysight CyPerf network performance and security testing as 100 tools a…
35167 N/A N/A 95
35168
thangnm93
Provides AI assistants with full access to Metabase analytics platform, enablin…
35169
cyranob
Search the web using DuckDuckGo and fetch/convert web content using Jina Reader…
N/A N/A 95
35170
dudachun
DC-COCO-MCP Claim
Enables AI clients to control Cocos Creator editor projects, scenes, nodes, com…
N/A N/A
35171
universal-mcp
Enables interaction with LinkedIn tools and services through the Universal MCP …
35172
triadgit
HumanHours Claim
Track agent ROI and enrich companies via MCP. Remote, OAuth 2.1, no install or …
35173
ashwani983
An MCP server providing infrastructure diagnostic tools including port checks, …
N/A N/A
35174
lichman0405
raspa-mcp Claim
Wraps the RASPA2 molecular simulation engine into MCP tools, enabling AI agents…
N/A N/A
35175
spotlight Claim 1
Local PDF accessibility audit: machine-checkable PDF/UA basics (ADA/EAA/508). N…
N/A N/A 81
35176
kcbdev
Provides unified access to Moroccan government data, financial markets, geograp…
35177
NUbem000
A Model Context Protocol server adapted for Google Cloud Platform that enables …
N/A N/A 95
35178
RareSense
Nova3D Claim
Structured, part-aware 3D generation for AI agents. Named-part GLB, preview URL…
N/A N/A
35179
Swanand33
Exposes llm-behave's behavioral regression testing as MCP tools, allowing offli…
N/A N/A
35180
axel-belfort
GDPR compliance scanner API for AI agents. Audit any website for EU data protec…
N/A N/A 95
35181
cyanheads
Search and query government open-data portals via the Socrata SODA 2.1 and Disc…
N/A N/A
35182
field-ascend
Field Ascend Claim
Field Ascend is a multi-tenant field service management platform used by engine…
81
35183
chris
nexonco-mcp Claim
N/A N/A 95
35184
hoangvantuan
yt-mcp Claim
MCP server for managing YouTube channels using Data API v3 and Analytics. Suppo…
35185
zhaoziqian
Aggregates multiple Arthas agents into a single MCP server, allowing Claude to …
35186
antnsn
hevy-mcp Claim
MCP server for the Hevy workout tracker API that allows reading and writing wor…
35187
warwickwood-cell
GenGEO Claim
Machine-readable merchant verification infrastructure for AI shopping agents an…
35188
tcrst
Enables semantic search over Databricks docs, API reference, Terraform provider…
N/A N/A
35189
ravi-labs
Local-first memory & context-handoff across AI tools — capture context in one t…
N/A N/A
35190
agents-finance
bank Claim
The financial layer for the agent economy. Self-custody wallets, on-chain USDC …
81
35191
hslee16
Archy Claim
Architectural sensor for Python codebases. Scores structural health (modularity…
N/A N/A
35192
haiyunsky
Institutional-grade quantitative stock analysis and research signals for AI age…
35193
wimi321
A standalone MCP server for Linux desktop control, enabling screenshots, mouse/…
N/A N/A
35194
DigitalVanguardSolutions
Genesys MCP Claim
Enables AI agents to interact with Genesys Cloud platform through MCP tools, re…
35195
oxbshw
watch-skill Claim
MCP server that enables AI agents to watch and analyze videos from 1800+ source…
35196
nikolanovoselec
A secure remote MCP server that integrates Microsoft 365 services with AI assis…
N/A N/A
35197
krishnagutta
A vendor-neutral reference implementation of a Workday MCP server that enables …
35198
lkannan
A demonstration project showing how to set up and use a custom MCP server with …
N/A N/A
35199
tbui17
Wraps the Manifold Markets public REST API into an MCP server, providing 40 too…
35200
borishalachev1
Nexus MCP Claim
MCP server with X402 payment integration, enabling AI agents to access paid too…
N/A N/A
Showing 35151–35200 of 67181 servers
« Prev 1 702 703 704 705 706 1344 Next »